diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fc5baf775..d6ec3e6d1 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
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-  "generatedAt": "2026-09-16T16:42:55.581567+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index f323bb2a7..3404ee22f 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-16T16:42:55.581567+00:00",
+  "catalogUpdatedAt": "2026-09-16T16:45:55.168561+00:00",
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@@ -55,7 +55,7 @@
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+  "generatedAt": "2026-09-16T16:47:52.081645+00:00",
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@@ -154,7 +154,7 @@
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-      "updatedAt": "2026-09-16T16:44:25.885361+00:00"
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@@ -162,7 +162,7 @@
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-      "updatedAt": "2026-09-16T16:44:42.999348+00:00"
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@@ -170,7 +170,7 @@
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         "visual-multi-modal"
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@@ -179,20 +179,20 @@
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-      "updatedAt": "2026-09-16T16:44:42.895260+00:00"
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-      "updatedAt": "2026-09-16T16:44:43.040090+00:00"
+      "updatedAt": "2026-09-16T16:47:48.672875+00:00"
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@@ -200,7 +200,7 @@
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         "visual-multi-modal"
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-      "updatedAt": "2026-09-16T16:44:43.083958+00:00"
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@@ -208,7 +208,7 @@
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-      "updatedAt": "2026-09-16T16:44:37.029848+00:00"
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@@ -216,7 +216,7 @@
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@@ -225,20 +225,20 @@
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-      "updatedAt": "2026-09-16T16:44:37.235089+00:00"
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@@ -246,19 +246,19 @@
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@@ -266,7 +266,7 @@
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-      "updatedAt": "2026-09-16T16:44:37.039424+00:00"
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@@ -274,7 +274,7 @@
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@@ -283,20 +283,20 @@
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-      "updatedAt": "2026-09-16T16:44:36.604479+00:00"
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-      "updatedAt": "2026-09-16T16:44:37.117588+00:00"
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@@ -304,7 +304,7 @@
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-      "updatedAt": "2026-09-16T16:44:37.156876+00:00"
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@@ -312,7 +312,7 @@
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@@ -320,7 +320,7 @@
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@@ -329,20 +329,20 @@
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-      "updatedAt": "2026-09-16T16:44:38.754041+00:00"
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-      "updatedAt": "2026-09-16T16:44:38.656695+00:00"
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@@ -350,7 +350,7 @@
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-      "updatedAt": "2026-09-16T16:44:38.701947+00:00"
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@@ -358,7 +358,7 @@
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@@ -366,7 +366,7 @@
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@@ -375,20 +375,20 @@
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-      "updatedAt": "2026-09-16T16:44:39.594592+00:00"
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-      "updatedAt": "2026-09-16T16:44:39.762799+00:00"
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|hygon_k100-ai": {
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@@ -396,7 +396,7 @@
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-      "updatedAt": "2026-09-16T16:44:39.809573+00:00"
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@@ -404,7 +404,7 @@
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-      "updatedAt": "2026-09-16T16:44:38.568465+00:00"
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@@ -412,7 +412,7 @@
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-      "updatedAt": "2026-09-16T16:44:38.521601+00:00"
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-NVFP4|2026-08-14T14:46:23+00:00|Iluvatar_mrv-100": {
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@@ -421,20 +421,20 @@
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     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-NVFP4|2026-08-14T14:46:23+00:00|hygon_k100-ai": {
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@@ -442,7 +442,7 @@
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-      "updatedAt": "2026-09-16T16:44:38.670173+00:00"
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-4B-MTP-GGUF|2026-08-13T13:54:23+00:00|Iluvatar_mrv-100": {
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@@ -451,20 +451,20 @@
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-4B-MTP-GGUF|2026-08-13T13:54:23+00:00|Sunrise_pt-200-x1": {
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-4B|2026-08-13T14:28:55+00:00|Mthreads_s4000": {
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF|2026-08-13T14:53:49+00:00|Iluvatar_mrv-100": {
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@@ -473,13 +473,13 @@
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     "https://modelscope.cn/models/Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF|2026-08-13T14:53:49+00:00|Sunrise_pt-200-x1": {
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-      "updatedAt": "2026-09-16T16:44:41.836978+00:00"
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     "https://modelscope.cn/models/LLM360/K2-Think-V2|2026-08-12T14:41:04+00:00|Ascend_910-b3": {
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@@ -487,7 +487,7 @@
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     "https://modelscope.cn/models/LLM360/K2-Think-V2|2026-08-12T14:41:04+00:00|Ascend_910-b4": {
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@@ -495,7 +495,7 @@
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     "https://modelscope.cn/models/LLM360/K2-Think-V2|2026-08-12T14:41:04+00:00|Iluvatar_mrv-100": {
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@@ -504,20 +504,20 @@
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@@ -5780,7 +5780,7 @@
         "text-to-image-generation",
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@@ -5789,20 +5789,20 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-16T16:44:33.540285+00:00"
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         "text-generation",
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-      "updatedAt": "2026-09-16T16:44:33.277026+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
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-      "updatedAt": "2026-09-16T16:44:33.405244+00:00"
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@@ -5810,7 +5810,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-16T16:44:33.468301+00:00"
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@@ -5818,7 +5818,7 @@
         "text-to-image-generation",
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@@ -5826,7 +5826,7 @@
         "text-to-image-generation",
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@@ -5835,20 +5835,20 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-16T16:44:38.233608+00:00"
+      "updatedAt": "2026-09-16T16:47:42.960691+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-16T16:44:38.014269+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
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-      "updatedAt": "2026-09-16T16:44:38.151297+00:00"
+      "updatedAt": "2026-09-16T16:47:42.885206+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": {
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@@ -5856,7 +5856,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-16T16:44:38.188451+00:00"
+      "updatedAt": "2026-09-16T16:47:42.922627+00:00"
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   "taskTree": [
@@ -6527,6 +6527,6 @@
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-  "taskTreeUpdatedAt": "2026-09-16T16:42:55.581567+00:00",
+  "taskTreeUpdatedAt": "2026-09-16T16:45:55.168561+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index bdd8dfaf6..73bb2c4f5 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -837,6 +837,7 @@
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diff --git a/manifest.json b/manifest.json
index 769d59e5b..6bf27824a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -3,22 +3,22 @@
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+    ".modelhub_state/market_intelligence.json": "d593a7c70ea09a66de0908c7fc2bc799ec47bee0655cf73bd9cf2bc191fbcfb4",
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+  "phase": "intent",
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 }